Tech powered education in Medicine
Powering physicians, students, and scientists to stand at the intersection of advancing technologies and medicine
Introduction
Lecture
Beginner
Just a quick primer to set the stage!
Hypothesis Testing
Lecture
15 min.
Intermediate
Hypothesis testing is the process by which we ask and answer questions of our data. Learn about it!
Overfitting and Underfitting
Lecture
35 min.
Intermediate
If there were two things that could go wrong when training AI modelsthat you should know about, they would be over and …
Featurization
Lecture
19 min.
Intermediate
There is an art and a science to extracting features from data. This is really the core of what makes deep learning wor…
Gradients and Backpropagation
Basic Notebook
37 min.
Learn about gradients and backpropagation- two of the most important concepts in Deep Learning. This is an intense less…
Pandas Tutorial 1
Basic Notebook
38 min.
Intermediate
Learn the basic building blocks of data science and how to work with the computational tools at your disposal
Pandas Tutorial 2
Basic Notebook
32 min.
Intermediate
Continue learning more about the basic moves and techniques in Pandas!
Anaconda, Conda, Miniconda, Oh my!
Basic Notebook
25 min.
Beginner
If you skimmed over everything else in the module, MAKE SURE YOU READ THIS ONE! While everything we say is helpful, thi…
Amino Acid Calculator
Project
50 min.
Beginner
Make a python tool to convert DNA sequences to amino acids!
Insurance: K Means Clustering
Project
54 min.
Intermediate
Get introduced to k means clustering while you learn to analyze insurance data
Diagnose Pneumonia
Project
41 min.
Advanced
Create an algorithm to diagnose pneumonia from chest x-rays
Hospital Readmissions: Decision Trees
Project
58 min.
Intermediate
Build a decision tree and random forest model to determine whether or not a patient will get readmitted based on clinic…
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without needing to write any.
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1612
Learning students
17094
Coding cells executed
660
Lessons completed
Whether you want to code, review, or just bag a certificate, Code Grand Rounds works for you.
We hope you'll join us.
What is Code Grand Rounds?
Code Grand Rounds is an educational platform tailored toward medical students, physicians, and scientists. We offer our own tailored and peer-reviewed content, as well as community-contributed content spanning data science, statistics, machine learning, and more.
Who is Code Grand Rounds for?
Code Grand Rounds is for anyone interested in science, medicine, and technology.
How do I use Code Grand Rounds?
If you're here to learn, we encourage you to sign up and enroll in a Track you find interesting! If you're here to teach, sign up and check out the Create tab to begin creating your own content.
I'm a healthcare professional (physician, medical student, scientist). Why would it help for me to understand more about technology?
As a healthcare professional, you know how important technology is in medicine. Here at Code Grand Rounds, we firmly believe any technology-based solutions in healthcare should be driven by those with medical training first and foremost. By engaging in our content, you can contribute to these efforts, and grow in your ability to improve patient health and wellbeing.
I don't work in medicine, science, or research. Can I use Code Grand Rounds?
Absolutely. Much of what we teach is applicable to other curriculums or professional pursuits. While we intend to expand our curricular offerings to other groups, we are still in progress!
Is learning to code hard?
No! There may be a learning curve, but we promise you can do it. If you took the initiative to come to Code Grand Rounds, you are more than capable of learning to code.
I have more questions. How can I find answers?
Make a post on the Forums! We'll see it and reply as soon as we can.
Want to learn more? Check out the docs.